Perspica — from the Latin perspicere, to see through clearly — is where I think out loud about data engineering, AI, and architecture. The goal is always the same: cut through complexity and see what's actually true.
No fluff. No hype. Just clear writing about hard problems.
I'm a data and AI practitioner based in UAE, originally from Delhi, India. Work has taken me across Australia, South East Asia, and the Middle East - each place leaving its mark on how I think about people, systems, and change.
For close to a decade, I've been helping large organisations cut through the noise: designing data platforms, establishing data practices, and guiding leadership teams through the hard decisions that come with any serious transformation. I've seen clients go from blueprint to production to their second major platform evolution - all with me in the room. That kind of continuity is the only proof that matters. The work lands — not just the slides.
I'm direct about what works and what doesn't. I connect architecture decisions to business outcomes, not just technical benchmarks. And I've learned that most data problems are organisational before they are technical. I have an execution mindset - strategy without delivery is just theory.
Currently at Gulf Business Machines, a regional systems integrator, where I lead customer success across enterprise data and AI engagements.
Outside work, I'm usually watching a film, deep in a podcast, or cooking something that has no business taking three hours. The pace at which GenAI is reshaping what's buildable genuinely excites me - and exploring what that means for enterprise data is something I can't seem to stop thinking about.